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8 months ago a5667bc 0.2.3Compare
Suggested base runs: •
Benchmarks
giou distance benchmark
powerboxesrs/benches/bench_iou.rs::benches::giou_distance_benchmark::giou distance benchmark267.9 µs
parallel giou distance benchmark
powerboxesrs/benches/bench_iou.rs::benches::parallel_giou_distance_benchmark::parallel giou distance benchmark385.4 µs
test_giou_distance[int64]
bindings/tests/test_speed.py::test_giou_distance[int64]372.6 µs
test_rotated_giou_distance[float64]
bindings/tests/test_speed.py::test_rotated_giou_distance[float64]12.5 ms
test_rotated_iou_distance[float64]
bindings/tests/test_speed.py::test_rotated_iou_distance[float64]13 ms
parallel iou distance benchmark
powerboxesrs/benches/bench_iou.rs::benches::parallel_iou_distance_benchmark::parallel iou distance benchmark279.6 µs
test_rotated_tiou_distance[float64]
bindings/tests/test_speed.py::test_rotated_tiou_distance[float64]205 µs
test_giou_distance[uint16]
bindings/tests/test_speed.py::test_giou_distance[uint16]381.5 µs
iou distance benchmark
powerboxesrs/benches/bench_iou.rs::benches::iou_distance_benchmark::iou distance benchmark211 µs
test_parallel_giou_distance[int16]
bindings/tests/test_speed.py::test_parallel_giou_distance[int16]381.6 µs
test_giou_distance[float64]
bindings/tests/test_speed.py::test_giou_distance[float64]267.4 µs
test_giou_distance[uint8]
bindings/tests/test_speed.py::test_giou_distance[uint8]408.4 µs
test_giou_distance[float32]
bindings/tests/test_speed.py::test_giou_distance[float32]269.5 µs
test_parallel_giou_distance[float32]
bindings/tests/test_speed.py::test_parallel_giou_distance[float32]268.8 µs
test_parallel_giou_distance[int32]
bindings/tests/test_speed.py::test_parallel_giou_distance[int32]365.6 µs
test_boxes_areas[uint8]
bindings/tests/test_speed.py::test_boxes_areas[uint8]30.6 µs
test_tiou_distance[float64]
bindings/tests/test_speed.py::test_tiou_distance[float64]189.1 µs
test_box_convert_xyxy_xywh[int32]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[int32]31.2 µs
test_giou_distance[int32]
bindings/tests/test_speed.py::test_giou_distance[int32]365.6 µs
test_tiou_distance[uint64]
bindings/tests/test_speed.py::test_tiou_distance[uint64]300.6 µs
test_tiou_distance[uint16]
bindings/tests/test_speed.py::test_tiou_distance[uint16]190.6 µs
test_giou_distance[uint64]
bindings/tests/test_speed.py::test_giou_distance[uint64]397.9 µs
test_tiou_distance[int32]
bindings/tests/test_speed.py::test_tiou_distance[int32]217.4 µs
test_parallel_iou_distance[int64]
bindings/tests/test_speed.py::test_parallel_iou_distance[int64]368.6 µs
test_tiou_distance[int64]
bindings/tests/test_speed.py::test_tiou_distance[int64]260.5 µs
test_tiou_distance[uint8]
bindings/tests/test_speed.py::test_tiou_distance[uint8]201.1 µs
test_giou_distance[int16]
bindings/tests/test_speed.py::test_giou_distance[int16]381.5 µs
test_box_convert_xyxy_xywh[int16]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[int16]28.8 µs
test_box_convert_xyxy_xywh[float64]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[float64]36.1 µs
test_tiou_distance[float32]
bindings/tests/test_speed.py::test_tiou_distance[float32]190.3 µs
test_tiou_distance[int16]
bindings/tests/test_speed.py::test_tiou_distance[int16]183.6 µs
test_boxes_areas[uint32]
bindings/tests/test_speed.py::test_boxes_areas[uint32]29.9 µs
test_box_convert_cxcywh_xywh[int16]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[int16]29.3 µs
test_box_convert_xyxy_xywh[float32]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[float32]31.5 µs
test_parallel_giou_distance[uint32]
bindings/tests/test_speed.py::test_parallel_giou_distance[uint32]373.9 µs
test_parallel_giou_distance[int64]
bindings/tests/test_speed.py::test_parallel_giou_distance[int64]372.6 µs
test_boxes_areas[uint64]
bindings/tests/test_speed.py::test_boxes_areas[uint64]31.2 µs
test_giou_distance[uint32]
bindings/tests/test_speed.py::test_giou_distance[uint32]373.9 µs
test_box_convert_xyxy_xywh[uint16]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[uint16]28.8 µs
test_box_convert_xyxy_xywh[int64]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[int64]35.6 µs
test_parallel_giou_distance[uint8]
bindings/tests/test_speed.py::test_parallel_giou_distance[uint8]408.8 µs
test_box_convert_xyxy_xywh[uint64]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[uint64]35.9 µs
test_box_convert_cxcywh_xywh[uint64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[uint64]36.2 µs
test_box_convert_cxcywh_xywh[float32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[float32]31.8 µs
test_box_convert_xyxy_cxcywh[float64]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[float64]33.1 µs
test_box_convert_cxcywh_xywh[int64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[int64]36.1 µs
test_box_convert_cxcywh_xywh[uint16]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[uint16]29 µs
test_parallel_giou_distance[uint64]
bindings/tests/test_speed.py::test_parallel_giou_distance[uint64]397.8 µs
test_box_convert_xyxy_xywh[uint8]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[uint8]30 µs
test_box_convert_cxcywh_xywh[uint8]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[uint8]28.8 µs
test_parallel_giou_distance[uint16]
bindings/tests/test_speed.py::test_parallel_giou_distance[uint16]381.5 µs
test_iou_distance[float64]
bindings/tests/test_speed.py::test_iou_distance[float64]191.3 µs
test_diou_distance[float64]
bindings/tests/test_speed.py::test_diou_distance[float64]197 µs
test_box_convert_cxcywh_xywh[uint32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[uint32]31.5 µs
test_box_convert_cxcywh_xywh[int32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[int32]31.5 µs
test_box_convert_cxcywh_xyxy[float64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[float64]36.2 µs
test_box_convert_cxcywh_xyxy[int64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[int64]36.2 µs
test_box_convert_cxcywh_xyxy[int32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[int32]31.6 µs
test_diou_distance[float32]
bindings/tests/test_speed.py::test_diou_distance[float32]198.9 µs
test_box_convert_cxcywh_xywh[float64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xywh[float64]32.7 µs
test_box_convert_xyxy_xywh[uint32]
bindings/tests/test_speed.py::test_box_convert_xyxy_xywh[uint32]31.2 µs
test_box_convert_cxcywh_xyxy[float32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[float32]32.9 µs
test_box_convert_xywh_cxcywh[int32]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[int32]31.6 µs
test_box_convert_cxcywh_xyxy[uint32]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[uint32]31.5 µs
test_box_convert_cxcywh_xyxy[uint16]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[uint16]28.9 µs
test_boxes_areas[uint16]
bindings/tests/test_speed.py::test_boxes_areas[uint16]30.1 µs
test_box_convert_xywh_cxcywh[int64]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[int64]36.1 µs
test_box_convert_xywh_cxcywh[float32]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[float32]31.6 µs
test_box_convert_cxcywh_xyxy[uint64]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[uint64]33 µs
test_box_convert_xyxy_cxcywh[float32]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[float32]31.6 µs
test_box_convert_xywh_xyxy[int64]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[int64]35.6 µs
test_box_convert_xyxy_cxcywh[int16]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[int16]29.4 µs
test_box_convert_xyxy_cxcywh[int32]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[int32]31.7 µs
test_iou_distance[float32]
bindings/tests/test_speed.py::test_iou_distance[float32]185.7 µs
test_box_convert_xywh_cxcywh[int16]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[int16]29.2 µs
test_box_convert_cxcywh_xyxy[int16]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[int16]29.1 µs
test_box_convert_xyxy_cxcywh[uint8]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[uint8]29 µs
test_iou_distance[int64]
bindings/tests/test_speed.py::test_iou_distance[int64]272.5 µs
test_box_convert_xywh_cxcywh[uint16]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[uint16]29.2 µs
test_box_convert_xywh_xyxy[uint8]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[uint8]28.6 µs
test_box_convert_xywh_cxcywh[uint64]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[uint64]36.2 µs
test_box_convert_cxcywh_xyxy[uint8]
bindings/tests/test_speed.py::test_box_convert_cxcywh_xyxy[uint8]28.8 µs
test_box_convert_xyxy_cxcywh[int64]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[int64]36.4 µs
test_box_convert_xywh_cxcywh[float64]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[float64]36.1 µs
test_tiou_distance[uint32]
bindings/tests/test_speed.py::test_tiou_distance[uint32]237.1 µs
test_box_convert_xyxy_cxcywh[uint16]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[uint16]29.2 µs
test_iou_distance[int32]
bindings/tests/test_speed.py::test_iou_distance[int32]268.1 µs
test_box_convert_xywh_cxcywh[uint8]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[uint8]29 µs
test_box_convert_xywh_xyxy[float64]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[float64]32.3 µs
test_iou_distance[uint16]
bindings/tests/test_speed.py::test_iou_distance[uint16]275.9 µs
test_box_convert_xywh_cxcywh[uint32]
bindings/tests/test_speed.py::test_box_convert_xywh_cxcywh[uint32]31.4 µs
test_masks_to_boxes
bindings/tests/test_speed.py::test_masks_to_boxes8.8 ms
test_nms[int16]
bindings/tests/test_speed.py::test_nms[int16]55.1 µs
test_nms[float32]
bindings/tests/test_speed.py::test_nms[float32]48 µs
test_box_convert_xywh_xyxy[int32]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[int32]31 µs
test_nms[float64]
bindings/tests/test_speed.py::test_nms[float64]52.6 µs
test_iou_distance[int16]
bindings/tests/test_speed.py::test_iou_distance[int16]275.9 µs
test_box_convert_xyxy_cxcywh[uint32]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[uint32]31.6 µs
test_boxes_areas[int64]
bindings/tests/test_speed.py::test_boxes_areas[int64]31.1 µs
test_nms[uint8]
bindings/tests/test_speed.py::test_nms[uint8]54 µs
test_nms[uint64]
bindings/tests/test_speed.py::test_nms[uint64]55.9 µs
test_nms[int32]
bindings/tests/test_speed.py::test_nms[int32]55.7 µs
test_nms[uint16]
bindings/tests/test_speed.py::test_nms[uint16]55.2 µs
test_box_convert_xyxy_cxcywh[uint64]
bindings/tests/test_speed.py::test_box_convert_xyxy_cxcywh[uint64]36.4 µs
test_nms[int64]
bindings/tests/test_speed.py::test_nms[int64]56.6 µs
test_iou_distance[uint8]
bindings/tests/test_speed.py::test_iou_distance[uint8]274.6 µs
test_rtree_nms[int32]
bindings/tests/test_speed.py::test_rtree_nms[int32]121 µs
test_rtree_nms[float64]
bindings/tests/test_speed.py::test_rtree_nms[float64]127.3 µs
test_nms_many_boxes[20000]
bindings/tests/test_speed.py::test_nms_many_boxes[20000]482.3 ms
test_rtree_nms[float32]
bindings/tests/test_speed.py::test_rtree_nms[float32]125.3 µs
test_rtree_nms[int64]
bindings/tests/test_speed.py::test_rtree_nms[int64]123.2 µs
test_nms[uint32]
bindings/tests/test_speed.py::test_nms[uint32]56 µs
test_box_convert_xywh_xyxy[uint16]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[uint16]28.8 µs
test_nms_many_boxes[1000]
bindings/tests/test_speed.py::test_nms_many_boxes[1000]997 µs
test_box_convert_xywh_xyxy[int16]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[int16]28.8 µs
test_remove_small_boxes[float64]
bindings/tests/test_speed.py::test_remove_small_boxes[float64]35 µs
test_rtree_nms_many_boxes[20000]
bindings/tests/test_speed.py::test_rtree_nms_many_boxes[20000]37.3 ms
test_nms_many_boxes[10000]
bindings/tests/test_speed.py::test_nms_many_boxes[10000]122.5 ms
test_rtree_nms_many_boxes[5000]
bindings/tests/test_speed.py::test_rtree_nms_many_boxes[5000]7.9 ms
test_box_convert_xywh_xyxy[uint64]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[uint64]35.7 µs
test_parallel_iou_distance[float32]
bindings/tests/test_speed.py::test_parallel_iou_distance[float32]247.9 µs
test_nms_many_boxes[5000]
bindings/tests/test_speed.py::test_nms_many_boxes[5000]30.5 ms
test_remove_small_boxes[int16]
bindings/tests/test_speed.py::test_remove_small_boxes[int16]31 µs
test_remove_small_boxes[uint16]
bindings/tests/test_speed.py::test_remove_small_boxes[uint16]30.9 µs
test_rtree_nms[int16]
bindings/tests/test_speed.py::test_rtree_nms[int16]120.3 µs
test_boxes_areas[float64]
bindings/tests/test_speed.py::test_boxes_areas[float64]33.9 µs
test_parallel_giou_distance[float64]
bindings/tests/test_speed.py::test_parallel_giou_distance[float64]268.1 µs
test_remove_small_boxes[uint8]
bindings/tests/test_speed.py::test_remove_small_boxes[uint8]32.6 µs
test_parallel_iou_distance[float64]
bindings/tests/test_speed.py::test_parallel_iou_distance[float64]278.2 µs
test_box_convert_xywh_xyxy[float32]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[float32]31.3 µs
test_rtree_nms_many_boxes[1000]
bindings/tests/test_speed.py::test_rtree_nms_many_boxes[1000]1.3 ms
test_iou_distance[uint32]
bindings/tests/test_speed.py::test_iou_distance[uint32]268.1 µs
test_remove_small_boxes[uint64]
bindings/tests/test_speed.py::test_remove_small_boxes[uint64]32.2 µs
test_remove_small_boxes[uint32]
bindings/tests/test_speed.py::test_remove_small_boxes[uint32]32.1 µs
test_remove_small_boxes[int32]
bindings/tests/test_speed.py::test_remove_small_boxes[int32]31.2 µs
test_boxes_areas[int16]
bindings/tests/test_speed.py::test_boxes_areas[int16]30.2 µs
test_box_convert_xywh_xyxy[uint32]
bindings/tests/test_speed.py::test_box_convert_xywh_xyxy[uint32]31.8 µs
test_iou_distance[uint64]
bindings/tests/test_speed.py::test_iou_distance[uint64]283.9 µs
test_parallel_iou_distance[uint32]
bindings/tests/test_speed.py::test_parallel_iou_distance[uint32]358.1 µs
test_remove_small_boxes[int64]
bindings/tests/test_speed.py::test_remove_small_boxes[int64]32.1 µs
test_parallel_iou_distance[int32]
bindings/tests/test_speed.py::test_parallel_iou_distance[int32]349.7 µs
test_rtree_nms_many_boxes[10000]
bindings/tests/test_speed.py::test_rtree_nms_many_boxes[10000]16.7 ms
test_parallel_iou_distance[uint16]
bindings/tests/test_speed.py::test_parallel_iou_distance[uint16]381.1 µs
test_boxes_areas[float32]
bindings/tests/test_speed.py::test_boxes_areas[float32]30.3 µs
test_parallel_iou_distance[uint64]
bindings/tests/test_speed.py::test_parallel_iou_distance[uint64]370.8 µs
test_parallel_iou_distance[int16]
bindings/tests/test_speed.py::test_parallel_iou_distance[int16]373.4 µs
test_boxes_areas[int32]
bindings/tests/test_speed.py::test_boxes_areas[int32]30.3 µs
test_remove_small_boxes[float32]
bindings/tests/test_speed.py::test_remove_small_boxes[float32]31.1 µs
test_parallel_iou_distance[uint8]
bindings/tests/test_speed.py::test_parallel_iou_distance[uint8]369.5 µs